Data Scientist
Specialising in AI and Computer Vision for marine science and bio-imaging
Current Company/Institute: Centre of Environment Fisheries and Aquaculture Science
(CEFAS)
At least this update didn't take as long as the previous one... After finally settling 150 miles (ish) away, I've been working on streamlining the computer vision analysis process. Common problems can be found irrespective of the context or target outcome for a vision task, and I am aiming to resolve those problems.
I have created a repo called Plum Process, so named after the first person to reach out to me when I had my car stuck in a bog (living in the rural countryside can be interesting). I've also been working on a necessary extension of the COCO JSON standard , the rough workings of which can be found in my PlumProcess repo.
These aforementioned implementations have been worked on in conjunction with my day-to-day tasks as a Data Scientist at Cefas (the benefits of youth and neurodiversity induced time blindness).
I should also be posting the progress I made on 150k, the travel app I work on and off on. The app itself was being built to experiment with graph networks and causal analysis . Flowcharts and rough algorithms were developed a while ago, but development stalls for months as it becomes a bit of a mountain to develop by yourself, whilst working on complex end-to-end computer vision models, researching out-of-the-box solutions for several scientific projects, and being a city-raised clutz.
Embedded view of the WIP Plum Process documentation.
Data Scientist -> official title. Full stack dev -> actual day to day tasks
Primary focus: Computer Vision and Efficiency Orientated System Design
Swamped but can be bribed with a cuppa
The journey so far
Repository of tools, documents, and designs from previous projects.
A comprehensive automated design tool built in Microsoft Excel for Aircraft Conceptual Design. This tool facilitates iterative sizing and multivariate analysis based on Raymer's methodology. Key capabilities include:
Adjust the film grain intensity for the CAD Gallery below.
"He had come up with some algorithm by which he could transpose the amount of light in the model... so if this light is at a 7, then the 10,000-watt light on the set needs to be at a 4. And Roy said you could hold the photograph of the model up to the actual set, and it was identical."
Feel free to get in touch through LinkedIn or email.